Deep Learning

Training LLMs with MXFP4 AISTATS 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025 Training Neural Networks as Recognizers of Formal Languages ICLR 2025 Training Neural Samplers with Reverse Diffusive KL Divergence AISTATS 2025 Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis ICLR 2025 Training One-Dimensional Graph Neural Networks is NP-Hard ICLR 2025 Training on the Benchmark Is Not All You Need AAAI 2025 Training Recurrent Neural Networks with Inherent Missing Data for Wearable Device Applications (Student Abstract) AAAI 2025 Training Strategies for Efficient Embodied Reasoning CoRL 2025 Training Verification-Friendly Neural Networks via Neuron Behavior Consistency AAAI 2025 Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks OSDI 2025 Training with Fewer Bits: Unlocking Edge LLMs Training with Stochastic Rounding EMNLP 2025 Training with “Paraphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks AAAI 2025 Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models EMNLP 2025 Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction EMNLP 2025 Train-Once Plan-Anywhere Kinodynamic Motion Planning via Diffusion Trees CoRL 2025 Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy EMNLP 2025 TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025 Trajectory attention for fine-grained video motion control ICLR 2025 Trajectory-Class-Aware Multi-Agent Reinforcement Learning ICLR 2025 TrajectoryCrafter: Redirecting Camera Trajectory for Monocular Videos via Diffusion Models ICCV 2025 Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning CVPR 2025 Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting ICCV 2025 Transcript-Prompted Whisper with Dictionary-Enhanced Decoding for Japanese Speech Annotation Interspeech 2025 Transferable Adversarial Face Attack with Text Controlled Attribute AAAI 2025